Slop Index

The Slop Index

Slop is AI writing that could have come from anywhere: stock phrases, characters who share one voice, details that vanish between sessions, scenes that loop, prices that climb once you care, and art with generator tells. We score each of those from 0 to 100. Lower is better.

Where the word comes from and how to spot it: What is AI slop? A field guide for AI chat and story apps

The lines each model repeats, with sources: The Slop Bible: AI slop words and phrases, by model

Leaderboard

Every app, least slop first

Overall score is the average of the axes each app is scored on.

Apps ranked by overall Slop Score, lowest first
#AppOverall slopProseMemoryCharactersStoryPricingArtFun
1Frontier review16Home-cooked201010535188/10
2Nomi review39Microwaved322440-50487/10
3Character.AI review51Microwaved505545-48555/10
4Janitor AI review51Microwaved-50455040686/10
Per axis

Least slop on each axis

Prose

Does it write like a person?

Memory

Does it remember you?

Characters

Does everyone sound the same?

Story

Does anything happen?

Pricing

Does it charge you for caring?

Art

Does the art look like a person made it?

Rubric

What each score means

Each axis has five bands, one per Slop Meter tier. A score has to sit in the band its receipts support.

What each Slop Meter tier means on each axis
TierProseDoes it write like a person?MemoryDoes it remember you?CharactersDoes everyone sound the same?StoryDoes anything happen?PricingDoes it charge you for caring?ArtDoes the art look like a person made it?
Artisanal0-15Specific, varied writing. Stock phrases are rare, and people write or edit what you read.Remembers specific events across sessions, by design.Distinct, consistent voices written or edited by people.Authored plots with stakes, branches and endings.Free or one flat price, with no limit that interrupts a scene.Hand-drawn or finished art, consistent across every image. No generator tells.
Home-cooked16-35Mostly specific, with a few repeated habits.Long-term recall holds for the details that matter, with occasional misses.Consistent characters, with some sameness between them.Structured scenarios or quests that move forward.Clear prices shown before you pay, and limits you can predict.Generated or assisted art that someone fixed and finished: consistent faces, clean hands, deliberate style.
Microwaved36-60Stock phrasing in most replies. Readable, but you have seen it before.Remembers within a session; long-term recall is patchy or up to you.Voices blur together, and personality depends on the character card.A plot exists if you drive it; the app follows more than it leads.Features you will want sit behind a subscription or a currency, with caps you will notice.Clearly generated, with the default gloss and occasional errors, but characters stay recognizable.
Cafeteria61-80A cliche in nearly every reply: whispers, smirks, racing hearts.Forgets between sessions unless you maintain notes yourself.Most characters share one default voice.Scenes loop and stall without heavy steering.Caps or paywalls that land mid-conversation, or a currency that hides the real price.Frequent tells: broken hands or anatomy, garbled text, the same waxy face, or a character who looks different in every picture.
Pure Slop81-100Wall-to-wall stock phrases and stock names. Any two replies could swap places.No memory past the current chat, or it confidently remembers things that never happened.Every character is the same assistant in a different costume.Nothing happens unless you write it.Costs climb as you get attached, or cancelling is a fight.Raw generator output shipped as final: melted features, gibberish text, and no two images of a character match.

Slop check: passedThis page went through our slop counter before publishing. How we check our own copy